Django + React application to forecast Air Quality Index (AQI) using a Long Short-Term Memory (LSTM) neural network
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Updated
Apr 10, 2023 - Jupyter Notebook
Django + React application to forecast Air Quality Index (AQI) using a Long Short-Term Memory (LSTM) neural network
esphome board to interface with a few air quality (PM) sensors
A program that sends emails when the AQI has passed a configurable threshold. Compatible with an sds011 air quality sensor on a raspberry pi.
AquaAir Tracker is a web app for monitoring air and water quality with real-time AQI and TDS data, weather integration, and Arduino sensor support.
🛺 😷 A visual and statistical exploration of several years of air quality data for Dhaka, Bangladesh.
This project analyzes air quality trends in Kathmandu, Nepal, using machine learning and time-series forecasting. It predicts AQI levels in real time using Random Forest and forecasts future pollution levels (24/48/72 hours) with Facebook Prophet. An interactive Streamlit dashboard allows users to visualize trends and forecast AQI
A relation between Air Quality Index & Healthcare Ranking of 52 states in USA to determine which state is good for living
This project aims to design and develop a user-friendly website that provides real-time Air Quality Index (AQI) data, forecasts, and alerts to help individuals, communities, and organizations make informed decisions about their health and environmental sustainability. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research pap
Time series forecasting project to predict hourly air pollutant concentrations for the next 48 hours using models like ARIMA and Facebook Prophet. Includes data preprocessing, feature engineering, RMSE-based model comparison, and a complete notebook with visual analysis.
Air quality checking app for getting the air quality by entering the city
[NLP] Analysis of reviews from mobile apps related to air quality
Delhi Air Quality Index calculation, EDA and Regression models
This project is part of an EngD program and serves as the core for an urban digital twin, developed without relying on a traditional game engine. Built by Daniel Adenew Wonyifraw, it provides a foundational framework for simulating, analyzing, and visualizing urban environments.
Air Quality Index project for Proximity Labs
Python application to get Air Quality Index of your nearest city
This project predicts the Air Quality Index (AQI) using machine learning techniques. By analyzing historical air quality data and relevant environmental factors, it provides accurate forecasts to help raise awareness and promote healthier living conditions in urban areas.
Mono-repo to Maintain Source Codes of SEM VI IoT Project
Custom Air Quality Index Calculator
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